basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.406969 0.400541 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.536678 90.986931 0.400541
1 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.406969 0.400541 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.488047 104.388466 0.400541
2 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.406969 0.394114 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.414349 189.206635 0.394114
3 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.406969 0.382273 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.323782 215.851257 0.382273
4 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.406969 0.368065 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.298361 253.970825 0.368065
5 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.406969 0.399188 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.463945 186.671265 0.399188
6 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.406969 0.400880 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.428104 438.813934 0.400880
7 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.406969 0.385318 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.353596 177.152649 0.385318
8 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.406969 0.373139 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.256423 576.491516 0.373139
9 resnet101 basetrain-res101-lr3e3-ep100-fitfc05 basetrain-res101-lr3e3-ep100-fitfc05_labch_bengal_egyp-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.406969 0.372801 [(Bengal, Egyptian_Mau, 60), (Egyptian_Mau, Bengal, 51), (British_Shorthair, Russian_Blue, 15), (basset_hound, beagle, 15), (Ragdoll, Birman, 14), (Birman, Siamese, 13), (Russian_Blue, British_Shorthair, 13), (Siamese, Birman, 11), (Sphynx, chihuahua, 10), (staffordshire_bull_terrier, american_pit_bull_terrier, 10)] 0.219071 357.844116 0.372801